Pandu Chunduri
Product Leader at Walmart architecting Agentic AI and AEO/GEO strategies at scale. I bridge enterprise retail automation with a private equity owner-operator mindset, specializing in AdTech hyper-personalization and autonomous systems. Wharton-educated strategist obsessed with commercial ROI and the future of agentic commerce.
Explore the thesis: https://www.google.com/search?q=panduchunduri.com
Pillar Theses
3 core articlesLong-form theses—each card links to a full write-up.
Strategic Dispatch
Three focus areas as tabs—open any field note for the slide-over, or share a /dispatch/… link directly.
Thirty field notes · three focus areas
Choose a category, then open any note for the slide-over. Each topic has a shareable /dispatch/… URL.
Catalog truth, intent-led journeys, and agentic retail systems.
Intelligence stream active since 2023 · Thinking consistent across the Agentic Retail Automation Framework development cycle.
Last update: …
Production Frameworks: Architecting for Scale.
Global systems · how maturity advances from lab to production surfaces
- Agentic Catalog OrchestrationScaling rollout
Global-scale orchestration for token budgets, subgraph retrieval, and grounded agent responses across 10M+ SKUs.
- Catalog Fidelity Index (CFI)In production
Enterprise metric layer for factual grounding, semantic relevance, and multi-modal evidence in agent-facing catalog outputs.
- Autonomous Governance & GuardrailsControls locked
System-wide controls for autonomous buying and negotiation: budget envelopes, fidelity gates, and auditable escalation paths.
- Multi-modal Ingestion ArchitectureArchitecture exploration
Ingestion spine for unstructured global supplier assets—PDFs, imagery, tables—promoted into decision-grade structured graph for agents.